Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 8161 |
| Missing cells | 2405 |
| Missing cells (%) | 1.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 7.6 MiB |
| Average record size in memory | 976.7 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 13 |
| Boolean | 3 |
INCOME has a high cardinality: 6612 distinct values | High cardinality |
HOME_VAL has a high cardinality: 5106 distinct values | High cardinality |
BLUEBOOK has a high cardinality: 2789 distinct values | High cardinality |
OLDCLAIM has a high cardinality: 2857 distinct values | High cardinality |
AGE is highly overall correlated with HOMEKIDS | High correlation |
HOMEKIDS is highly overall correlated with AGE and 1 other fields | High correlation |
PARENT1 is highly overall correlated with HOMEKIDS | High correlation |
SEX is highly overall correlated with CAR_TYPE and 1 other fields | High correlation |
EDUCATION is highly overall correlated with JOB | High correlation |
JOB is highly overall correlated with EDUCATION and 1 other fields | High correlation |
CAR_USE is highly overall correlated with JOB and 1 other fields | High correlation |
CAR_TYPE is highly overall correlated with SEX and 1 other fields | High correlation |
RED_CAR is highly overall correlated with SEX | High correlation |
KIDSDRIV is highly imbalanced (70.9%) | Imbalance |
OLDCLAIM is highly imbalanced (53.2%) | Imbalance |
YOJ has 454 (5.6%) missing values | Missing |
INCOME has 445 (5.5%) missing values | Missing |
HOME_VAL has 464 (5.7%) missing values | Missing |
JOB has 526 (6.4%) missing values | Missing |
CAR_AGE has 510 (6.2%) missing values | Missing |
INDEX is uniformly distributed | Uniform |
INDEX has unique values | Unique |
TARGET_AMT has 6008 (73.6%) zeros | Zeros |
HOMEKIDS has 5289 (64.8%) zeros | Zeros |
YOJ has 625 (7.7%) zeros | Zeros |
CLM_FREQ has 5009 (61.4%) zeros | Zeros |
MVR_PTS has 3712 (45.5%) zeros | Zeros |
Reproduction
| Analysis started | 2023-02-17 18:02:00.097790 |
|---|---|
| Analysis finished | 2023-02-17 18:02:33.695571 |
| Duration | 33.6 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
INDEX
Real number (ℝ)
UNIFORM  UNIQUE 
| Distinct | 8161 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5151.8677 |
| Minimum | 1 |
|---|---|
| Maximum | 10302 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 63.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 509 |
| Q1 | 2559 |
| median | 5133 |
| Q3 | 7745 |
| 95-th percentile | 9791 |
| Maximum | 10302 |
| Range | 10301 |
| Interquartile range (IQR) | 5186 |
Descriptive statistics
| Standard deviation | 2978.894 |
|---|---|
| Coefficient of variation (CV) | 0.57821632 |
| Kurtosis | -1.2029827 |
| Mean | 5151.8677 |
| Median Absolute Deviation (MAD) | 2591 |
| Skewness | 0.0020046137 |
| Sum | 42044392 |
| Variance | 8873809.2 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 6874 | 1 | < 0.1% |
| 6890 | 1 | < 0.1% |
| 6889 | 1 | < 0.1% |
| 6888 | 1 | < 0.1% |
| 6887 | 1 | < 0.1% |
| 6886 | 1 | < 0.1% |
| 6884 | 1 | < 0.1% |
| 6883 | 1 | < 0.1% |
| 6882 | 1 | < 0.1% |
| Other values (8151) | 8151 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 11 | 1 | |
| 12 | 1 | |
| 13 | 1 |
| Value | Count | Frequency (%) |
| 10302 | 1 | |
| 10301 | 1 | |
| 10299 | 1 | |
| 10298 | 1 | |
| 10297 | 1 | |
| 10296 | 1 | |
| 10295 | 1 | |
| 10293 | 1 | |
| 10292 | 1 | |
| 10291 | 1 |
TARGET_FLAG
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 462.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8161 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 6008 | |
| 1 | 2153 | 26.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 6008 | |
| 1 | 2153 | 26.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6008 | |
| 1 | 2153 | 26.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8161 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6008 | |
| 1 | 2153 | 26.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8161 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 6008 | |
| 1 | 2153 | 26.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8161 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 6008 | |
| 1 | 2153 | 26.4% |
TARGET_AMT
Real number (ℝ)
| Distinct | 1949 |
|---|---|
| Distinct (%) | 23.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1504.3246 |
| Minimum | 0 |
|---|---|
| Maximum | 107586.14 |
| Zeros | 6008 |
| Zeros (%) | 73.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 63.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1036 |
| 95-th percentile | 6452 |
| Maximum | 107586.14 |
| Range | 107586.14 |
| Interquartile range (IQR) | 1036 |
Descriptive statistics
| Standard deviation | 4704.0269 |
|---|---|
| Coefficient of variation (CV) | 3.1270025 |
| Kurtosis | 112.38628 |
| Mean | 1504.3246 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.7095047 |
| Sum | 12276793 |
| Variance | 22127869 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6008 | |
| 2327 | 4 | < 0.1% |
| 3350 | 3 | < 0.1% |
| 980 | 3 | < 0.1% |
| 3667 | 3 | < 0.1% |
| 2489 | 3 | < 0.1% |
| 2493 | 3 | < 0.1% |
| 5453 | 3 | < 0.1% |
| 3501 | 3 | < 0.1% |
| 5728 | 3 | < 0.1% |
| Other values (1939) | 2125 | 26.0% |
| Value | Count | Frequency (%) |
| 0 | 6008 | |
| 30.27728015 | 1 | < 0.1% |
| 58.53106231 | 1 | < 0.1% |
| 95.56731717 | 1 | < 0.1% |
| 108.7414986 | 1 | < 0.1% |
| 159.1509202 | 1 | < 0.1% |
| 196.1468185 | 1 | < 0.1% |
| 223.6120015 | 1 | < 0.1% |
| 262.0385439 | 1 | < 0.1% |
| 291.7285708 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 107586.1362 | 1 | |
| 85523.65335 | 1 | |
| 78874.19056 | 1 | |
| 77907.43028 | 1 | |
| 73783.46592 | 1 | |
| 64181.71033 | 1 | |
| 60846.53042 | 1 | |
| 60838.10394 | 1 | |
| 58851.06776 | 1 | |
| 56399.75387 | 1 |
KIDSDRIV
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 462.4 KiB |
| 0 | |
|---|---|
| 1 | 636 |
| 2 | 279 |
| 3 | 62 |
| 4 | 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8161 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7180 | |
| 1 | 636 | 7.8% |
| 2 | 279 | 3.4% |
| 3 | 62 | 0.8% |
| 4 | 4 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7180 | |
| 1 | 636 | 7.8% |
| 2 | 279 | 3.4% |
| 3 | 62 | 0.8% |
| 4 | 4 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7180 | |
| 1 | 636 | 7.8% |
| 2 | 279 | 3.4% |
| 3 | 62 | 0.8% |
| 4 | 4 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8161 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 7180 | |
| 1 | 636 | 7.8% |
| 2 | 279 | 3.4% |
| 3 | 62 | 0.8% |
| 4 | 4 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8161 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 7180 | |
| 1 | 636 | 7.8% |
| 2 | 279 | 3.4% |
| 3 | 62 | 0.8% |
| 4 | 4 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8161 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 7180 | |
| 1 | 636 | 7.8% |
| 2 | 279 | 3.4% |
| 3 | 62 | 0.8% |
| 4 | 4 | < 0.1% |
AGE
Real number (ℝ)
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 6 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.790313 |
| Minimum | 16 |
|---|---|
| Maximum | 81 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 63.9 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 39 |
| median | 45 |
| Q3 | 51 |
| 95-th percentile | 59 |
| Maximum | 81 |
| Range | 65 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 8.6275895 |
|---|---|
| Coefficient of variation (CV) | 0.19262177 |
| Kurtosis | -0.060282517 |
| Mean | 44.790313 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.028999616 |
| Sum | 365265 |
| Variance | 74.4353 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 46 | 401 | 4.9% |
| 45 | 376 | 4.6% |
| 48 | 363 | 4.4% |
| 47 | 355 | 4.3% |
| 43 | 351 | 4.3% |
| 41 | 336 | 4.1% |
| 44 | 336 | 4.1% |
| 42 | 333 | 4.1% |
| 50 | 329 | 4.0% |
| 40 | 317 | 3.9% |
| Other values (50) | 4658 |
| Value | Count | Frequency (%) |
| 16 | 5 | 0.1% |
| 17 | 1 | < 0.1% |
| 18 | 3 | < 0.1% |
| 19 | 5 | 0.1% |
| 20 | 3 | < 0.1% |
| 21 | 11 | |
| 22 | 14 | |
| 23 | 9 | 0.1% |
| 24 | 21 | |
| 25 | 24 |
| Value | Count | Frequency (%) |
| 81 | 1 | < 0.1% |
| 80 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| 73 | 3 | < 0.1% |
| 72 | 3 | < 0.1% |
| 70 | 6 | 0.1% |
| 69 | 4 | < 0.1% |
| 68 | 8 | 0.1% |
| 67 | 12 | |
| 66 | 24 |
HOMEKIDS
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.72123514 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 5289 |
| Zeros (%) | 64.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 63.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.1163233 |
|---|---|
| Coefficient of variation (CV) | 1.5477938 |
| Kurtosis | 0.65101978 |
| Mean | 0.72123514 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.3416202 |
| Sum | 5886 |
| Variance | 1.2461777 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5289 | |
| 2 | 1118 | 13.7% |
| 1 | 902 | 11.1% |
| 3 | 674 | 8.3% |
| 4 | 164 | 2.0% |
| 5 | 14 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 5289 | |
| 1 | 902 | 11.1% |
| 2 | 1118 | 13.7% |
| 3 | 674 | 8.3% |
| 4 | 164 | 2.0% |
| 5 | 14 | 0.2% |
| Value | Count | Frequency (%) |
| 5 | 14 | 0.2% |
| 4 | 164 | 2.0% |
| 3 | 674 | 8.3% |
| 2 | 1118 | 13.7% |
| 1 | 902 | 11.1% |
| 0 | 5289 |
YOJ
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 454 |
| Missing (%) | 5.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.499286 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 625 |
| Zeros (%) | 7.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 63.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 9 |
| median | 11 |
| Q3 | 13 |
| 95-th percentile | 15 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 4.0924742 |
|---|---|
| Coefficient of variation (CV) | 0.38978594 |
| Kurtosis | 1.179969 |
| Mean | 10.499286 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -1.203436 |
| Sum | 80918 |
| Variance | 16.748345 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 1158 | |
| 13 | 1016 | |
| 11 | 1003 | |
| 14 | 785 | |
| 10 | 749 | |
| 0 | 625 | |
| 9 | 521 | |
| 15 | 463 | 5.7% |
| 8 | 384 | 4.7% |
| 7 | 300 | 3.7% |
| Other values (11) | 703 | |
| (Missing) | 454 | 5.6% |
| Value | Count | Frequency (%) |
| 0 | 625 | |
| 1 | 6 | 0.1% |
| 2 | 15 | 0.2% |
| 3 | 36 | 0.4% |
| 4 | 37 | 0.5% |
| 5 | 92 | 1.1% |
| 6 | 173 | 2.1% |
| 7 | 300 | |
| 8 | 384 | |
| 9 | 521 |
| Value | Count | Frequency (%) |
| 23 | 2 | < 0.1% |
| 19 | 12 | 0.1% |
| 18 | 25 | 0.3% |
| 17 | 101 | 1.2% |
| 16 | 204 | 2.5% |
| 15 | 463 | 5.7% |
| 14 | 785 | |
| 13 | 1016 | |
| 12 | 1158 | |
| 11 | 1003 |
INCOME
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 6612 |
|---|---|
| Distinct (%) | 85.7% |
| Missing | 445 |
| Missing (%) | 5.5% |
| Memory size | 494.2 KiB |
| $0 | 615 |
|---|---|
| $61,790 | 4 |
| $26,840 | 4 |
| $48,509 | 4 |
| $158 | 3 |
| Other values (6607) |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 6.7226542 |
| Min length | 2 |
Characters and Unicode
| Total characters | 51872 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 6156 ? |
|---|---|
| Unique (%) | 79.8% |
Sample
| 1st row | $67,349 |
|---|---|
| 2nd row | $91,449 |
| 3rd row | $16,039 |
| 4th row | $114,986 |
| 5th row | $125,301 |
Common Values
| Value | Count | Frequency (%) |
| $0 | 615 | 7.5% |
| $61,790 | 4 | < 0.1% |
| $26,840 | 4 | < 0.1% |
| $48,509 | 4 | < 0.1% |
| $158 | 3 | < 0.1% |
| $65,885 | 3 | < 0.1% |
| $48,741 | 3 | < 0.1% |
| $47,513 | 3 | < 0.1% |
| $23,157 | 3 | < 0.1% |
| $20,887 | 3 | < 0.1% |
| Other values (6602) | 7071 | |
| (Missing) | 445 | 5.5% |
Length
| Value | Count | Frequency (%) |
| 0 | 615 | 8.0% |
| 26,840 | 4 | 0.1% |
| 48,509 | 4 | 0.1% |
| 61,790 | 4 | 0.1% |
| 64,032 | 3 | < 0.1% |
| 31,407 | 3 | < 0.1% |
| 54,691 | 3 | < 0.1% |
| 143,073 | 3 | < 0.1% |
| 22,362 | 3 | < 0.1% |
| 183,296 | 3 | < 0.1% |
| Other values (6602) | 7071 |
Most occurring characters
| Value | Count | Frequency (%) |
| $ | 7716 | |
| , | 7053 | |
| 1 | 4734 | |
| 2 | 3897 | |
| 3 | 3810 | |
| 0 | 3800 | |
| 4 | 3682 | |
| 5 | 3667 | |
| 6 | 3613 | |
| 7 | 3402 | |
| Other values (2) | 6498 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 37103 | |
| Currency Symbol | 7716 | 14.9% |
| Other Punctuation | 7053 | 13.6% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 4734 | |
| 2 | 3897 | |
| 3 | 3810 | |
| 0 | 3800 | |
| 4 | 3682 | |
| 5 | 3667 | |
| 6 | 3613 | |
| 7 | 3402 | |
| 9 | 3262 | |
| 8 | 3236 |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 7716 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 7053 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 51872 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| $ | 7716 | |
| , | 7053 | |
| 1 | 4734 | |
| 2 | 3897 | |
| 3 | 3810 | |
| 0 | 3800 | |
| 4 | 3682 | |
| 5 | 3667 | |
| 6 | 3613 | |
| 7 | 3402 | |
| Other values (2) | 6498 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 51872 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| $ | 7716 | |
| , | 7053 | |
| 1 | 4734 | |
| 2 | 3897 | |
| 3 | 3810 | |
| 0 | 3800 | |
| 4 | 3682 | |
| 5 | 3667 | |
| 6 | 3613 | |
| 7 | 3402 | |
| Other values (2) | 6498 |
PARENT1
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 7084 | |
| True | 1077 | 13.2% |
HOME_VAL
Categorical
HIGH CARDINALITY  MISSING 
| Distinct | 5106 |
|---|---|
| Distinct (%) | 66.3% |
| Missing | 464 |
| Missing (%) | 5.7% |
| Memory size | 489.4 KiB |
| $0 | |
|---|---|
| $115,249 | 3 |
| $288,592 | 3 |
| $173,130 | 3 |
| $153,061 | 3 |
| Other values (5101) |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 6.1635702 |
| Min length | 2 |
Characters and Unicode
| Total characters | 47441 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 4819 ? |
|---|---|
| Unique (%) | 62.6% |
Sample
| 1st row | $0 |
|---|---|
| 2nd row | $257,252 |
| 3rd row | $124,191 |
| 4th row | $306,251 |
| 5th row | $243,925 |
Common Values
| Value | Count | Frequency (%) |
| $0 | 2294 | |
| $115,249 | 3 | < 0.1% |
| $288,592 | 3 | < 0.1% |
| $173,130 | 3 | < 0.1% |
| $153,061 | 3 | < 0.1% |
| $159,568 | 3 | < 0.1% |
| $123,109 | 3 | < 0.1% |
| $332,673 | 3 | < 0.1% |
| $238,724 | 3 | < 0.1% |
| $111,129 | 3 | < 0.1% |
| Other values (5096) | 5376 | |
| (Missing) | 464 | 5.7% |
Length
| Value | Count | Frequency (%) |
| 0 | 2294 | |
| 332,673 | 3 | < 0.1% |
| 115,249 | 3 | < 0.1% |
| 166,481 | 3 | < 0.1% |
| 319,400 | 3 | < 0.1% |
| 111,129 | 3 | < 0.1% |
| 238,724 | 3 | < 0.1% |
| 196,320 | 3 | < 0.1% |
| 123,109 | 3 | < 0.1% |
| 159,568 | 3 | < 0.1% |
| Other values (5096) | 5376 |
Most occurring characters
| Value | Count | Frequency (%) |
| $ | 7697 | |
| , | 5403 | |
| 0 | 5053 | |
| 1 | 4855 | |
| 2 | 4668 | |
| 3 | 3302 | |
| 4 | 2807 | 5.9% |
| 5 | 2787 | 5.9% |
| 6 | 2727 | 5.7% |
| 8 | 2717 | 5.7% |
| Other values (2) | 5425 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 34341 | |
| Currency Symbol | 7697 | 16.2% |
| Other Punctuation | 5403 | 11.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5053 | |
| 1 | 4855 | |
| 2 | 4668 | |
| 3 | 3302 | |
| 4 | 2807 | |
| 5 | 2787 | |
| 6 | 2727 | |
| 8 | 2717 | |
| 7 | 2717 | |
| 9 | 2708 |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 7697 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 5403 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 47441 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| $ | 7697 | |
| , | 5403 | |
| 0 | 5053 | |
| 1 | 4855 | |
| 2 | 4668 | |
| 3 | 3302 | |
| 4 | 2807 | 5.9% |
| 5 | 2787 | 5.9% |
| 6 | 2727 | 5.7% |
| 8 | 2717 | 5.7% |
| Other values (2) | 5425 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 47441 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| $ | 7697 | |
| , | 5403 | |
| 0 | 5053 | |
| 1 | 4855 | |
| 2 | 4668 | |
| 3 | 3302 | |
| 4 | 2807 | 5.9% |
| 5 | 2787 | 5.9% |
| 6 | 2727 | 5.7% |
| 8 | 2717 | 5.7% |
| Other values (2) | 5425 |
MSTATUS
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 481.5 KiB |
| Yes | |
|---|---|
| z_No |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.4003186 |
| Min length | 3 |
Characters and Unicode
| Total characters | 27750 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | z_No |
|---|---|
| 2nd row | z_No |
| 3rd row | Yes |
| 4th row | Yes |
| 5th row | Yes |
Common Values
| Value | Count | Frequency (%) |
| Yes | 4894 | |
| z_No | 3267 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| yes | 4894 | |
| z_no | 3267 |
Most occurring characters
| Value | Count | Frequency (%) |
| Y | 4894 | |
| e | 4894 | |
| s | 4894 | |
| z | 3267 | |
| _ | 3267 | |
| N | 3267 | |
| o | 3267 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 16322 | |
| Uppercase Letter | 8161 | |
| Connector Punctuation | 3267 | 11.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 4894 | |
| s | 4894 | |
| z | 3267 | |
| o | 3267 |
Uppercase Letter
| Value | Count | Frequency (%) |
| Y | 4894 | |
| N | 3267 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 3267 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 24483 | |
| Common | 3267 | 11.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| Y | 4894 | |
| e | 4894 | |
| s | 4894 | |
| z | 3267 | |
| N | 3267 | |
| o | 3267 |
Common
| Value | Count | Frequency (%) |
| _ | 3267 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 27750 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| Y | 4894 | |
| e | 4894 | |
| s | 4894 | |
| z | 3267 | |
| _ | 3267 | |
| N | 3267 | |
| o | 3267 |
SEX
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 470.9 KiB |
| z_F | |
|---|---|
| M |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.0721725 |
| Min length | 1 |
Characters and Unicode
| Total characters | 16911 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M |
|---|---|
| 2nd row | M |
| 3rd row | z_F |
| 4th row | M |
| 5th row | z_F |
Common Values
| Value | Count | Frequency (%) |
| z_F | 4375 | |
| M | 3786 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| z_f | 4375 | |
| m | 3786 |
Most occurring characters
| Value | Count | Frequency (%) |
| z | 4375 | |
| _ | 4375 | |
| F | 4375 | |
| M | 3786 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 8161 | |
| Lowercase Letter | 4375 | |
| Connector Punctuation | 4375 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 4375 | |
| M | 3786 |
Lowercase Letter
| Value | Count | Frequency (%) |
| z | 4375 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 4375 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 12536 | |
| Common | 4375 | 25.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| z | 4375 | |
| F | 4375 | |
| M | 3786 |
Common
| Value | Count | Frequency (%) |
| _ | 4375 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16911 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| z | 4375 | |
| _ | 4375 | |
| F | 4375 | |
| M | 3786 |
EDUCATION
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 531.2 KiB |
| z_High School | |
|---|---|
| Bachelors | |
| Masters | |
| <High School | |
| PhD |
Length
| Max length | 13 |
|---|---|
| Median length | 12 |
| Mean length | 9.6426908 |
| Min length | 3 |
Characters and Unicode
| Total characters | 78694 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PhD |
|---|---|
| 2nd row | z_High School |
| 3rd row | z_High School |
| 4th row | <High School |
| 5th row | PhD |
Common Values
| Value | Count | Frequency (%) |
| z_High School | 2330 | |
| Bachelors | 2242 | |
| Masters | 1658 | |
| <High School | 1203 | |
| PhD | 728 | 8.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| school | 3533 | |
| z_high | 2330 | |
| bachelors | 2242 | |
| masters | 1658 | |
| high | 1203 | 10.3% |
| phd | 728 | 6.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| h | 10036 | |
| o | 9308 | 11.8% |
| l | 5775 | 7.3% |
| c | 5775 | 7.3% |
| s | 5558 | 7.1% |
| e | 3900 | 5.0% |
| r | 3900 | 5.0% |
| a | 3900 | 5.0% |
| H | 3533 | 4.5% |
| i | 3533 | 4.5% |
| Other values (11) | 23476 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 59206 | |
| Uppercase Letter | 12422 | 15.8% |
| Space Separator | 3533 | 4.5% |
| Connector Punctuation | 2330 | 3.0% |
| Math Symbol | 1203 | 1.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| h | 10036 | |
| o | 9308 | |
| l | 5775 | |
| c | 5775 | |
| s | 5558 | |
| e | 3900 | 6.6% |
| r | 3900 | 6.6% |
| a | 3900 | 6.6% |
| i | 3533 | 6.0% |
| g | 3533 | 6.0% |
| Other values (2) | 3988 | 6.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 3533 | |
| S | 3533 | |
| B | 2242 | |
| M | 1658 | |
| P | 728 | 5.9% |
| D | 728 | 5.9% |
Space Separator
| Value | Count | Frequency (%) |
| 3533 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 2330 |
Math Symbol
| Value | Count | Frequency (%) |
| < | 1203 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 71628 | |
| Common | 7066 | 9.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| h | 10036 | |
| o | 9308 | |
| l | 5775 | 8.1% |
| c | 5775 | 8.1% |
| s | 5558 | 7.8% |
| e | 3900 | 5.4% |
| r | 3900 | 5.4% |
| a | 3900 | 5.4% |
| H | 3533 | 4.9% |
| i | 3533 | 4.9% |
| Other values (8) | 16410 |
Common
| Value | Count | Frequency (%) |
| 3533 | ||
| _ | 2330 | |
| < | 1203 | 17.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 78694 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| h | 10036 | |
| o | 9308 | 11.8% |
| l | 5775 | 7.3% |
| c | 5775 | 7.3% |
| s | 5558 | 7.1% |
| e | 3900 | 5.0% |
| r | 3900 | 5.0% |
| a | 3900 | 5.0% |
| H | 3533 | 4.5% |
| i | 3533 | 4.5% |
| Other values (11) | 23476 |
JOB
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 526 |
| Missing (%) | 6.4% |
| Memory size | 512.0 KiB |
| z_Blue Collar | |
|---|---|
| Clerical | |
| Professional | |
| Manager | |
| Lawyer | |
| Other values (3) |
Length
| Max length | 13 |
|---|---|
| Median length | 10 |
| Mean length | 9.4424361 |
| Min length | 6 |
Characters and Unicode
| Total characters | 72093 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Professional |
|---|---|
| 2nd row | z_Blue Collar |
| 3rd row | Clerical |
| 4th row | z_Blue Collar |
| 5th row | Doctor |
Common Values
| Value | Count | Frequency (%) |
| z_Blue Collar | 1825 | |
| Clerical | 1271 | |
| Professional | 1117 | |
| Manager | 988 | |
| Lawyer | 835 | |
| Student | 712 | 8.7% |
| Home Maker | 641 | 7.9% |
| Doctor | 246 | 3.0% |
| (Missing) | 526 | 6.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| z_blue | 1825 | |
| collar | 1825 | |
| clerical | 1271 | |
| professional | 1117 | |
| manager | 988 | |
| lawyer | 835 | |
| student | 712 | 7.0% |
| home | 641 | 6.3% |
| maker | 641 | 6.3% |
| doctor | 246 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 9134 | |
| e | 8030 | 11.1% |
| a | 7665 | 10.6% |
| r | 6923 | 9.6% |
| o | 5192 | 7.2% |
| C | 3096 | 4.3% |
| n | 2817 | 3.9% |
| u | 2537 | 3.5% |
| 2466 | 3.4% | |
| i | 2388 | 3.3% |
| Other values (19) | 21845 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 57701 | |
| Uppercase Letter | 10101 | 14.0% |
| Space Separator | 2466 | 3.4% |
| Connector Punctuation | 1825 | 2.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 9134 | |
| e | 8030 | |
| a | 7665 | |
| r | 6923 | |
| o | 5192 | |
| n | 2817 | 4.9% |
| u | 2537 | 4.4% |
| i | 2388 | 4.1% |
| s | 2234 | 3.9% |
| z | 1825 | 3.2% |
| Other values (9) | 8956 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 3096 | |
| B | 1825 | |
| M | 1629 | |
| P | 1117 | 11.1% |
| L | 835 | 8.3% |
| S | 712 | 7.0% |
| H | 641 | 6.3% |
| D | 246 | 2.4% |
Space Separator
| Value | Count | Frequency (%) |
| 2466 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 1825 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 67802 | |
| Common | 4291 | 6.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| l | 9134 | |
| e | 8030 | |
| a | 7665 | |
| r | 6923 | 10.2% |
| o | 5192 | 7.7% |
| C | 3096 | 4.6% |
| n | 2817 | 4.2% |
| u | 2537 | 3.7% |
| i | 2388 | 3.5% |
| s | 2234 | 3.3% |
| Other values (17) | 17786 |
Common
| Value | Count | Frequency (%) |
| 2466 | ||
| _ | 1825 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 72093 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| l | 9134 | |
| e | 8030 | 11.1% |
| a | 7665 | 10.6% |
| r | 6923 | 9.6% |
| o | 5192 | 7.2% |
| C | 3096 | 4.3% |
| n | 2817 | 3.9% |
| u | 2537 | 3.5% |
| 2466 | 3.4% | |
| i | 2388 | 3.3% |
| Other values (19) | 21845 |
TRAVTIME
Real number (ℝ)
| Distinct | 97 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.485725 |
| Minimum | 5 |
|---|---|
| Maximum | 142 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 63.9 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 22 |
| median | 33 |
| Q3 | 44 |
| 95-th percentile | 60 |
| Maximum | 142 |
| Range | 137 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 15.908333 |
|---|---|
| Coefficient of variation (CV) | 0.47507807 |
| Kurtosis | 0.66637462 |
| Mean | 33.485725 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.44698169 |
| Sum | 273277 |
| Variance | 253.07507 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 334 | 4.1% |
| 35 | 219 | 2.7% |
| 30 | 219 | 2.7% |
| 32 | 214 | 2.6% |
| 25 | 214 | 2.6% |
| 36 | 211 | 2.6% |
| 29 | 207 | 2.5% |
| 33 | 206 | 2.5% |
| 24 | 204 | 2.5% |
| 37 | 202 | 2.5% |
| Other values (87) | 5931 |
| Value | Count | Frequency (%) |
| 5 | 334 | |
| 6 | 49 | 0.6% |
| 7 | 43 | 0.5% |
| 8 | 54 | 0.7% |
| 9 | 70 | 0.9% |
| 10 | 87 | 1.1% |
| 11 | 71 | 0.9% |
| 12 | 97 | 1.2% |
| 13 | 97 | 1.2% |
| 14 | 102 | 1.2% |
| Value | Count | Frequency (%) |
| 142 | 1 | |
| 134 | 1 | |
| 124 | 1 | |
| 113 | 1 | |
| 103 | 1 | |
| 101 | 1 | |
| 98 | 1 | |
| 97 | 2 | |
| 95 | 2 | |
| 93 | 1 |
CAR_USE
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 519.1 KiB |
| Private | |
|---|---|
| Commercial |
Length
| Max length | 10 |
|---|---|
| Median length | 7 |
| Mean length | 8.1134665 |
| Min length | 7 |
Characters and Unicode
| Total characters | 66214 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Private |
|---|---|
| 2nd row | Commercial |
| 3rd row | Private |
| 4th row | Private |
| 5th row | Private |
Common Values
| Value | Count | Frequency (%) |
| Private | 5132 | |
| Commercial | 3029 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| private | 5132 | |
| commercial | 3029 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 8161 | |
| i | 8161 | |
| a | 8161 | |
| e | 8161 | |
| m | 6058 | |
| P | 5132 | |
| v | 5132 | |
| t | 5132 | |
| C | 3029 | 4.6% |
| o | 3029 | 4.6% |
| Other values (2) | 6058 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 58053 | |
| Uppercase Letter | 8161 | 12.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 8161 | |
| i | 8161 | |
| a | 8161 | |
| e | 8161 | |
| m | 6058 | |
| v | 5132 | |
| t | 5132 | |
| o | 3029 | 5.2% |
| c | 3029 | 5.2% |
| l | 3029 | 5.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 5132 | |
| C | 3029 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 66214 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 8161 | |
| i | 8161 | |
| a | 8161 | |
| e | 8161 | |
| m | 6058 | |
| P | 5132 | |
| v | 5132 | |
| t | 5132 | |
| C | 3029 | 4.6% |
| o | 3029 | 4.6% |
| Other values (2) | 6058 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 66214 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 8161 | |
| i | 8161 | |
| a | 8161 | |
| e | 8161 | |
| m | 6058 | |
| P | 5132 | |
| v | 5132 | |
| t | 5132 | |
| C | 3029 | 4.6% |
| o | 3029 | 4.6% |
| Other values (2) | 6058 |
BLUEBOOK
Categorical
| Distinct | 2789 |
|---|---|
| Distinct (%) | 34.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 507.9 KiB |
| $1,500 | 157 |
|---|---|
| $6,000 | 34 |
| $6,200 | 33 |
| $5,800 | 33 |
| $6,400 | 31 |
| Other values (2784) |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.717069 |
| Min length | 6 |
Characters and Unicode
| Total characters | 54818 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 900 ? |
|---|---|
| Unique (%) | 11.0% |
Sample
| 1st row | $14,230 |
|---|---|
| 2nd row | $14,940 |
| 3rd row | $4,010 |
| 4th row | $15,440 |
| 5th row | $18,000 |
Common Values
| Value | Count | Frequency (%) |
| $1,500 | 157 | 1.9% |
| $6,000 | 34 | 0.4% |
| $6,200 | 33 | 0.4% |
| $5,800 | 33 | 0.4% |
| $6,400 | 31 | 0.4% |
| $5,900 | 30 | 0.4% |
| $6,100 | 30 | 0.4% |
| $6,500 | 29 | 0.4% |
| $5,400 | 28 | 0.3% |
| $5,600 | 26 | 0.3% |
| Other values (2779) | 7730 |
Length
| Value | Count | Frequency (%) |
| 1,500 | 157 | 1.9% |
| 6,000 | 34 | 0.4% |
| 6,200 | 33 | 0.4% |
| 5,800 | 33 | 0.4% |
| 6,400 | 31 | 0.4% |
| 5,900 | 30 | 0.4% |
| 6,100 | 30 | 0.4% |
| 6,500 | 29 | 0.4% |
| 5,400 | 28 | 0.3% |
| 5,600 | 26 | 0.3% |
| Other values (2779) | 7730 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11189 | |
| $ | 8161 | |
| , | 8161 | |
| 1 | 6037 | |
| 2 | 4003 | 7.3% |
| 3 | 2701 | 4.9% |
| 5 | 2636 | 4.8% |
| 6 | 2519 | 4.6% |
| 4 | 2418 | 4.4% |
| 7 | 2399 | 4.4% |
| Other values (2) | 4594 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 38496 | |
| Currency Symbol | 8161 | 14.9% |
| Other Punctuation | 8161 | 14.9% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 11189 | |
| 1 | 6037 | |
| 2 | 4003 | 10.4% |
| 3 | 2701 | 7.0% |
| 5 | 2636 | 6.8% |
| 6 | 2519 | 6.5% |
| 4 | 2418 | 6.3% |
| 7 | 2399 | 6.2% |
| 8 | 2324 | 6.0% |
| 9 | 2270 | 5.9% |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 8161 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 8161 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 54818 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 11189 | |
| $ | 8161 | |
| , | 8161 | |
| 1 | 6037 | |
| 2 | 4003 | 7.3% |
| 3 | 2701 | 4.9% |
| 5 | 2636 | 4.8% |
| 6 | 2519 | 4.6% |
| 4 | 2418 | 4.4% |
| 7 | 2399 | 4.4% |
| Other values (2) | 4594 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 54818 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 11189 | |
| $ | 8161 | |
| , | 8161 | |
| 1 | 6037 | |
| 2 | 4003 | 7.3% |
| 3 | 2701 | 4.9% |
| 5 | 2636 | 4.8% |
| 6 | 2519 | 4.6% |
| 4 | 2418 | 4.4% |
| 7 | 2399 | 4.4% |
| Other values (2) | 4594 |
TIF
Real number (ℝ)
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.351305 |
| Minimum | 1 |
|---|---|
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 63.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 13 |
| Maximum | 25 |
| Range | 24 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.1466353 |
|---|---|
| Coefficient of variation (CV) | 0.77488301 |
| Kurtosis | 0.42432793 |
| Mean | 5.351305 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.89113956 |
| Sum | 43672 |
| Variance | 17.194584 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2533 | |
| 6 | 1341 | |
| 4 | 1242 | |
| 10 | 780 | 9.6% |
| 7 | 620 | 7.6% |
| 3 | 424 | 5.2% |
| 13 | 278 | 3.4% |
| 11 | 242 | 3.0% |
| 9 | 225 | 2.8% |
| 17 | 104 | 1.3% |
| Other values (13) | 372 | 4.6% |
| Value | Count | Frequency (%) |
| 1 | 2533 | |
| 2 | 6 | 0.1% |
| 3 | 424 | 5.2% |
| 4 | 1242 | |
| 5 | 52 | 0.6% |
| 6 | 1341 | |
| 7 | 620 | 7.6% |
| 8 | 60 | 0.7% |
| 9 | 225 | 2.8% |
| 10 | 780 | 9.6% |
| Value | Count | Frequency (%) |
| 25 | 2 | < 0.1% |
| 22 | 3 | < 0.1% |
| 21 | 11 | 0.1% |
| 20 | 8 | 0.1% |
| 19 | 8 | 0.1% |
| 18 | 24 | 0.3% |
| 17 | 104 | |
| 16 | 44 | |
| 15 | 31 | 0.4% |
| 14 | 78 |
CAR_TYPE
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 506.7 KiB |
| z_SUV | |
|---|---|
| Minivan | |
| Pickup | |
| Sports Car | |
| Van |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 6.5647592 |
| Min length | 3 |
Characters and Unicode
| Total characters | 53575 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Minivan |
|---|---|
| 2nd row | Minivan |
| 3rd row | z_SUV |
| 4th row | Minivan |
| 5th row | z_SUV |
Common Values
| Value | Count | Frequency (%) |
| z_SUV | 2294 | |
| Minivan | 2145 | |
| Pickup | 1389 | |
| Sports Car | 907 | 11.1% |
| Van | 750 | 9.2% |
| Panel Truck | 676 | 8.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| z_suv | 2294 | |
| minivan | 2145 | |
| pickup | 1389 | |
| sports | 907 | 9.3% |
| car | 907 | 9.3% |
| van | 750 | 7.7% |
| panel | 676 | 6.9% |
| truck | 676 | 6.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 5716 | 10.7% |
| i | 5679 | 10.6% |
| a | 4478 | 8.4% |
| S | 3201 | 6.0% |
| V | 3044 | 5.7% |
| r | 2490 | 4.6% |
| p | 2296 | 4.3% |
| z | 2294 | 4.3% |
| U | 2294 | 4.3% |
| _ | 2294 | 4.3% |
| Other values (14) | 19789 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 35366 | |
| Uppercase Letter | 14332 | |
| Connector Punctuation | 2294 | 4.3% |
| Space Separator | 1583 | 3.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 5716 | |
| i | 5679 | |
| a | 4478 | |
| r | 2490 | |
| p | 2296 | |
| z | 2294 | |
| v | 2145 | 6.1% |
| u | 2065 | 5.8% |
| k | 2065 | 5.8% |
| c | 2065 | 5.8% |
| Other values (5) | 4073 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 3201 | |
| V | 3044 | |
| U | 2294 | |
| M | 2145 | |
| P | 2065 | |
| C | 907 | 6.3% |
| T | 676 | 4.7% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 2294 |
Space Separator
| Value | Count | Frequency (%) |
| 1583 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 49698 | |
| Common | 3877 | 7.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 5716 | 11.5% |
| i | 5679 | 11.4% |
| a | 4478 | 9.0% |
| S | 3201 | 6.4% |
| V | 3044 | 6.1% |
| r | 2490 | 5.0% |
| p | 2296 | 4.6% |
| z | 2294 | 4.6% |
| U | 2294 | 4.6% |
| M | 2145 | 4.3% |
| Other values (12) | 16061 |
Common
| Value | Count | Frequency (%) |
| _ | 2294 | |
| 1583 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 53575 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 5716 | 10.7% |
| i | 5679 | 10.6% |
| a | 4478 | 8.4% |
| S | 3201 | 6.0% |
| V | 3044 | 5.7% |
| r | 2490 | 4.6% |
| p | 2296 | 4.3% |
| z | 2294 | 4.3% |
| U | 2294 | 4.3% |
| _ | 2294 | 4.3% |
| Other values (14) | 19789 |
RED_CAR
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 5783 | |
| True | 2378 |
OLDCLAIM
Categorical
HIGH CARDINALITY  IMBALANCE 
| Distinct | 2857 |
|---|---|
| Distinct (%) | 35.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 483.2 KiB |
| $0 | |
|---|---|
| $4,263 | 4 |
| $1,391 | 4 |
| $1,310 | 4 |
| $4,538 | 3 |
| Other values (2852) |
Length
| Max length | 7 |
|---|---|
| Median length | 2 |
| Mean length | 3.6147531 |
| Min length | 2 |
Characters and Unicode
| Total characters | 29500 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2592 ? |
|---|---|
| Unique (%) | 31.8% |
Sample
| 1st row | $4,461 |
|---|---|
| 2nd row | $0 |
| 3rd row | $38,690 |
| 4th row | $0 |
| 5th row | $19,217 |
Common Values
| Value | Count | Frequency (%) |
| $0 | 5009 | |
| $4,263 | 4 | < 0.1% |
| $1,391 | 4 | < 0.1% |
| $1,310 | 4 | < 0.1% |
| $4,538 | 3 | < 0.1% |
| $6,281 | 3 | < 0.1% |
| $5,289 | 3 | < 0.1% |
| $3,863 | 3 | < 0.1% |
| $1,552 | 3 | < 0.1% |
| $1,994 | 3 | < 0.1% |
| Other values (2847) | 3122 |
Length
| Value | Count | Frequency (%) |
| 0 | 5009 | |
| 1,391 | 4 | < 0.1% |
| 1,310 | 4 | < 0.1% |
| 4,263 | 4 | < 0.1% |
| 1,332 | 3 | < 0.1% |
| 3,068 | 3 | < 0.1% |
| 5,863 | 3 | < 0.1% |
| 4,582 | 3 | < 0.1% |
| 3,338 | 3 | < 0.1% |
| 1,105 | 3 | < 0.1% |
| Other values (2847) | 3122 |
Most occurring characters
| Value | Count | Frequency (%) |
| $ | 8161 | |
| 0 | 6064 | |
| , | 3053 | 10.3% |
| 3 | 1611 | 5.5% |
| 1 | 1554 | 5.3% |
| 4 | 1421 | 4.8% |
| 2 | 1388 | 4.7% |
| 5 | 1380 | 4.7% |
| 6 | 1299 | 4.4% |
| 7 | 1220 | 4.1% |
| Other values (2) | 2349 | 8.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 18286 | |
| Currency Symbol | 8161 | |
| Other Punctuation | 3053 | 10.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6064 | |
| 3 | 1611 | 8.8% |
| 1 | 1554 | 8.5% |
| 4 | 1421 | 7.8% |
| 2 | 1388 | 7.6% |
| 5 | 1380 | 7.5% |
| 6 | 1299 | 7.1% |
| 7 | 1220 | 6.7% |
| 8 | 1199 | 6.6% |
| 9 | 1150 | 6.3% |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 8161 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 3053 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 29500 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| $ | 8161 | |
| 0 | 6064 | |
| , | 3053 | 10.3% |
| 3 | 1611 | 5.5% |
| 1 | 1554 | 5.3% |
| 4 | 1421 | 4.8% |
| 2 | 1388 | 4.7% |
| 5 | 1380 | 4.7% |
| 6 | 1299 | 4.4% |
| 7 | 1220 | 4.1% |
| Other values (2) | 2349 | 8.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 29500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| $ | 8161 | |
| 0 | 6064 | |
| , | 3053 | 10.3% |
| 3 | 1611 | 5.5% |
| 1 | 1554 | 5.3% |
| 4 | 1421 | 4.8% |
| 2 | 1388 | 4.7% |
| 5 | 1380 | 4.7% |
| 6 | 1299 | 4.4% |
| 7 | 1220 | 4.1% |
| Other values (2) | 2349 | 8.0% |
CLM_FREQ
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7985541 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 5009 |
| Zeros (%) | 61.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 63.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.1584527 |
|---|---|
| Coefficient of variation (CV) | 1.4506878 |
| Kurtosis | 0.2860043 |
| Mean | 0.7985541 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.209243 |
| Sum | 6517 |
| Variance | 1.3420126 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5009 | |
| 2 | 1171 | 14.3% |
| 1 | 997 | 12.2% |
| 3 | 776 | 9.5% |
| 4 | 190 | 2.3% |
| 5 | 18 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 5009 | |
| 1 | 997 | 12.2% |
| 2 | 1171 | 14.3% |
| 3 | 776 | 9.5% |
| 4 | 190 | 2.3% |
| 5 | 18 | 0.2% |
| Value | Count | Frequency (%) |
| 5 | 18 | 0.2% |
| 4 | 190 | 2.3% |
| 3 | 776 | 9.5% |
| 2 | 1171 | 14.3% |
| 1 | 997 | 12.2% |
| 0 | 5009 |
REVOKED
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 7161 | |
| True | 1000 | 12.3% |
MVR_PTS
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.695503 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 3712 |
| Zeros (%) | 45.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 63.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.1471117 |
|---|---|
| Coefficient of variation (CV) | 1.2663568 |
| Kurtosis | 1.3781418 |
| Mean | 1.695503 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.3483359 |
| Sum | 13837 |
| Variance | 4.6100888 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3712 | |
| 1 | 1157 | 14.2% |
| 2 | 948 | 11.6% |
| 3 | 758 | 9.3% |
| 4 | 599 | 7.3% |
| 5 | 399 | 4.9% |
| 6 | 266 | 3.3% |
| 7 | 167 | 2.0% |
| 8 | 84 | 1.0% |
| 9 | 45 | 0.6% |
| Other values (3) | 26 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 3712 | |
| 1 | 1157 | 14.2% |
| 2 | 948 | 11.6% |
| 3 | 758 | 9.3% |
| 4 | 599 | 7.3% |
| 5 | 399 | 4.9% |
| 6 | 266 | 3.3% |
| 7 | 167 | 2.0% |
| 8 | 84 | 1.0% |
| 9 | 45 | 0.6% |
| Value | Count | Frequency (%) |
| 13 | 2 | < 0.1% |
| 11 | 11 | 0.1% |
| 10 | 13 | 0.2% |
| 9 | 45 | 0.6% |
| 8 | 84 | 1.0% |
| 7 | 167 | 2.0% |
| 6 | 266 | 3.3% |
| 5 | 399 | |
| 4 | 599 | |
| 3 | 758 |
CAR_AGE
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 510 |
| Missing (%) | 6.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.3283231 |
| Minimum | -3 |
|---|---|
| Maximum | 28 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 1 |
| Negative (%) | < 0.1% |
| Memory size | 63.9 KiB |
Quantile statistics
| Minimum | -3 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 8 |
| Q3 | 12 |
| 95-th percentile | 18 |
| Maximum | 28 |
| Range | 31 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 5.7007424 |
|---|---|
| Coefficient of variation (CV) | 0.68450063 |
| Kurtosis | -0.74809176 |
| Mean | 8.3283231 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.28206372 |
| Sum | 63720 |
| Variance | 32.498464 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1934 | |
| 8 | 537 | 6.6% |
| 9 | 526 | 6.4% |
| 7 | 524 | 6.4% |
| 10 | 469 | 5.7% |
| 11 | 460 | 5.6% |
| 6 | 451 | 5.5% |
| 12 | 368 | 4.5% |
| 13 | 356 | 4.4% |
| 14 | 311 | 3.8% |
| Other values (20) | 1715 | |
| (Missing) | 510 | 6.2% |
| Value | Count | Frequency (%) |
| -3 | 1 | < 0.1% |
| 0 | 3 | < 0.1% |
| 1 | 1934 | |
| 2 | 12 | 0.1% |
| 3 | 54 | 0.7% |
| 4 | 135 | 1.7% |
| 5 | 305 | 3.7% |
| 6 | 451 | 5.5% |
| 7 | 524 | 6.4% |
| 8 | 537 | 6.6% |
| Value | Count | Frequency (%) |
| 28 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 26 | 2 | < 0.1% |
| 25 | 6 | 0.1% |
| 24 | 10 | 0.1% |
| 23 | 18 | 0.2% |
| 22 | 27 | 0.3% |
| 21 | 51 | 0.6% |
| 20 | 90 | |
| 19 | 128 |
URBANICITY
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 609.1 KiB |
| Highly Urban/ Urban | |
|---|---|
| z_Highly Rural/ Rural |
Length
| Max length | 21 |
|---|---|
| Median length | 19 |
| Mean length | 19.409019 |
| Min length | 19 |
Characters and Unicode
| Total characters | 158397 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Highly Urban/ Urban |
|---|---|
| 2nd row | Highly Urban/ Urban |
| 3rd row | Highly Urban/ Urban |
| 4th row | Highly Urban/ Urban |
| 5th row | Highly Urban/ Urban |
Common Values
| Value | Count | Frequency (%) |
| Highly Urban/ Urban | 6492 | |
| z_Highly Rural/ Rural | 1669 | 20.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| urban | 12984 | |
| highly | 6492 | |
| rural | 3338 | 13.6% |
| z_highly | 1669 | 6.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 16322 | |
| a | 16322 | |
| 16322 | ||
| b | 12984 | 8.2% |
| n | 12984 | 8.2% |
| U | 12984 | 8.2% |
| l | 11499 | 7.3% |
| / | 8161 | 5.2% |
| H | 8161 | 5.2% |
| i | 8161 | 5.2% |
| Other values (7) | 34497 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 107762 | |
| Uppercase Letter | 24483 | 15.5% |
| Space Separator | 16322 | 10.3% |
| Other Punctuation | 8161 | 5.2% |
| Connector Punctuation | 1669 | 1.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 16322 | |
| a | 16322 | |
| b | 12984 | |
| n | 12984 | |
| l | 11499 | |
| i | 8161 | |
| y | 8161 | |
| h | 8161 | |
| g | 8161 | |
| u | 3338 | 3.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 12984 | |
| H | 8161 | |
| R | 3338 | 13.6% |
Space Separator
| Value | Count | Frequency (%) |
| 16322 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 8161 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 1669 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 132245 | |
| Common | 26152 | 16.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 16322 | |
| a | 16322 | |
| b | 12984 | |
| n | 12984 | |
| U | 12984 | |
| l | 11499 | |
| H | 8161 | |
| i | 8161 | |
| y | 8161 | |
| h | 8161 | |
| Other values (4) | 16506 |
Common
| Value | Count | Frequency (%) |
| 16322 | ||
| / | 8161 | |
| _ | 1669 | 6.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 158397 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 16322 | |
| a | 16322 | |
| 16322 | ||
| b | 12984 | 8.2% |
| n | 12984 | 8.2% |
| U | 12984 | 8.2% |
| l | 11499 | 7.3% |
| / | 8161 | 5.2% |
| H | 8161 | 5.2% |
| i | 8161 | 5.2% |
| Other values (7) | 34497 |
| INDEX | TARGET_AMT | AGE | HOMEKIDS | YOJ | TRAVTIME | TIF | CLM_FREQ | MVR_PTS | CAR_AGE | TARGET_FLAG | KIDSDRIV | PARENT1 | MSTATUS | SEX | EDUCATION | JOB | CAR_USE | CAR_TYPE | RED_CAR | REVOKED | URBANICITY | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| INDEX | 1.000 | -0.002 | 0.037 | -0.009 | 0.027 | -0.025 | -0.012 | 0.016 | 0.008 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.018 | 0.012 | 0.011 | 0.007 | 0.011 | 0.006 | 0.000 | 0.000 |
| TARGET_AMT | -0.002 | 1.000 | -0.102 | 0.126 | -0.055 | 0.055 | -0.084 | 0.232 | 0.195 | -0.099 | 0.225 | 0.009 | 0.075 | 0.056 | 0.000 | 0.017 | 0.016 | 0.043 | 0.024 | 0.006 | 0.032 | 0.044 |
| AGE | 0.037 | -0.102 | 1.000 | -0.516 | 0.144 | 0.007 | -0.002 | -0.034 | -0.063 | 0.179 | 0.157 | 0.165 | 0.326 | 0.095 | 0.077 | 0.123 | 0.107 | 0.061 | 0.087 | 0.076 | 0.032 | 0.062 |
| HOMEKIDS | -0.009 | 0.126 | -0.516 | 1.000 | 0.144 | -0.013 | 0.005 | 0.046 | 0.055 | -0.160 | 0.127 | 0.322 | 0.530 | 0.039 | 0.130 | 0.105 | 0.107 | 0.000 | 0.051 | 0.081 | 0.047 | 0.061 |
| YOJ | 0.027 | -0.055 | 0.144 | 0.144 | 1.000 | -0.005 | 0.016 | -0.018 | -0.027 | 0.039 | 0.090 | 0.079 | 0.075 | 0.252 | 0.118 | 0.063 | 0.239 | 0.062 | 0.072 | 0.072 | 0.008 | 0.104 |
| TRAVTIME | -0.025 | 0.055 | 0.007 | -0.013 | -0.005 | 1.000 | -0.008 | 0.008 | 0.009 | -0.036 | 0.058 | 0.029 | 0.032 | 0.025 | 0.000 | 0.031 | 0.042 | 0.000 | 0.000 | 0.000 | 0.007 | 0.173 |
| TIF | -0.012 | -0.084 | -0.002 | 0.005 | 0.016 | -0.008 | 1.000 | -0.024 | -0.042 | -0.001 | 0.081 | 0.000 | 0.025 | 0.000 | 0.006 | 0.000 | 0.012 | 0.000 | 0.007 | 0.027 | 0.016 | 0.026 |
| CLM_FREQ | 0.016 | 0.232 | -0.034 | 0.046 | -0.018 | 0.008 | -0.024 | 1.000 | 0.414 | -0.016 | 0.241 | 0.018 | 0.057 | 0.069 | 0.000 | 0.025 | 0.026 | 0.084 | 0.035 | 0.020 | 0.072 | 0.271 |
| MVR_PTS | 0.008 | 0.195 | -0.063 | 0.055 | -0.027 | 0.009 | -0.042 | 0.414 | 1.000 | -0.008 | 0.222 | 0.032 | 0.069 | 0.043 | 0.015 | 0.008 | 0.022 | 0.068 | 0.029 | 0.000 | 0.061 | 0.148 |
| CAR_AGE | 0.000 | -0.099 | 0.179 | -0.160 | 0.039 | -0.036 | -0.001 | -0.016 | -0.008 | 1.000 | 0.104 | 0.022 | 0.063 | 0.028 | 0.016 | 0.422 | 0.233 | 0.092 | 0.056 | 0.020 | 0.018 | 0.177 |
| TARGET_FLAG | 0.000 | 0.225 | 0.157 | 0.127 | 0.090 | 0.058 | 0.081 | 0.241 | 0.222 | 0.104 | 1.000 | 0.104 | 0.157 | 0.134 | 0.018 | 0.143 | 0.182 | 0.142 | 0.142 | 0.000 | 0.151 | 0.224 |
| KIDSDRIV | 0.009 | 0.009 | 0.165 | 0.322 | 0.079 | 0.029 | 0.000 | 0.018 | 0.032 | 0.022 | 0.104 | 1.000 | 0.227 | 0.039 | 0.055 | 0.032 | 0.044 | 0.005 | 0.016 | 0.050 | 0.045 | 0.040 |
| PARENT1 | 0.000 | 0.075 | 0.326 | 0.530 | 0.075 | 0.032 | 0.025 | 0.057 | 0.069 | 0.063 | 0.157 | 0.227 | 1.000 | 0.477 | 0.073 | 0.091 | 0.090 | 0.000 | 0.056 | 0.040 | 0.048 | 0.019 |
| MSTATUS | 0.000 | 0.056 | 0.095 | 0.039 | 0.252 | 0.025 | 0.000 | 0.069 | 0.043 | 0.028 | 0.134 | 0.039 | 0.477 | 1.000 | 0.000 | 0.051 | 0.035 | 0.017 | 0.000 | 0.015 | 0.041 | 0.000 |
| SEX | 0.018 | 0.000 | 0.077 | 0.130 | 0.118 | 0.000 | 0.006 | 0.000 | 0.015 | 0.016 | 0.018 | 0.055 | 0.073 | 0.000 | 1.000 | 0.043 | 0.248 | 0.279 | 0.713 | 0.666 | 0.000 | 0.052 |
| EDUCATION | 0.012 | 0.017 | 0.123 | 0.105 | 0.063 | 0.031 | 0.000 | 0.025 | 0.008 | 0.422 | 0.143 | 0.032 | 0.091 | 0.051 | 0.043 | 1.000 | 0.562 | 0.221 | 0.094 | 0.025 | 0.017 | 0.234 |
| JOB | 0.011 | 0.016 | 0.107 | 0.107 | 0.239 | 0.042 | 0.012 | 0.026 | 0.022 | 0.233 | 0.182 | 0.044 | 0.090 | 0.035 | 0.248 | 0.562 | 1.000 | 0.577 | 0.134 | 0.177 | 0.028 | 0.310 |
| CAR_USE | 0.007 | 0.043 | 0.061 | 0.000 | 0.062 | 0.000 | 0.000 | 0.084 | 0.068 | 0.092 | 0.142 | 0.005 | 0.000 | 0.017 | 0.279 | 0.221 | 0.577 | 1.000 | 0.538 | 0.189 | 0.012 | 0.017 |
| CAR_TYPE | 0.011 | 0.024 | 0.087 | 0.051 | 0.072 | 0.000 | 0.007 | 0.035 | 0.029 | 0.056 | 0.142 | 0.016 | 0.056 | 0.000 | 0.713 | 0.094 | 0.134 | 0.538 | 1.000 | 0.484 | 0.026 | 0.074 |
| RED_CAR | 0.006 | 0.006 | 0.076 | 0.081 | 0.072 | 0.000 | 0.027 | 0.020 | 0.000 | 0.020 | 0.000 | 0.050 | 0.040 | 0.015 | 0.666 | 0.025 | 0.177 | 0.189 | 0.484 | 1.000 | 0.000 | 0.045 |
| REVOKED | 0.000 | 0.032 | 0.032 | 0.047 | 0.008 | 0.007 | 0.016 | 0.072 | 0.061 | 0.018 | 0.151 | 0.045 | 0.048 | 0.041 | 0.000 | 0.017 | 0.028 | 0.012 | 0.026 | 0.000 | 1.000 | 0.085 |
| URBANICITY | 0.000 | 0.044 | 0.062 | 0.061 | 0.104 | 0.173 | 0.026 | 0.271 | 0.148 | 0.177 | 0.224 | 0.040 | 0.019 | 0.000 | 0.052 | 0.234 | 0.310 | 0.017 | 0.074 | 0.045 | 0.085 | 1.000 |
| INDEX | TARGET_FLAG | TARGET_AMT | KIDSDRIV | AGE | HOMEKIDS | YOJ | INCOME | PARENT1 | HOME_VAL | MSTATUS | SEX | EDUCATION | JOB | TRAVTIME | CAR_USE | BLUEBOOK | TIF | CAR_TYPE | RED_CAR | OLDCLAIM | CLM_FREQ | REVOKED | MVR_PTS | CAR_AGE | URBANICITY | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 0 | 0.0 | 0 | 60.0 | 0 | 11.0 | $67,349 | No | $0 | z_No | M | PhD | Professional | 14 | Private | $14,230 | 11 | Minivan | yes | $4,461 | 2 | No | 3 | 18.0 | Highly Urban/ Urban |
| 1 | 2 | 0 | 0.0 | 0 | 43.0 | 0 | 11.0 | $91,449 | No | $257,252 | z_No | M | z_High School | z_Blue Collar | 22 | Commercial | $14,940 | 1 | Minivan | yes | $0 | 0 | No | 0 | 1.0 | Highly Urban/ Urban |
| 2 | 4 | 0 | 0.0 | 0 | 35.0 | 1 | 10.0 | $16,039 | No | $124,191 | Yes | z_F | z_High School | Clerical | 5 | Private | $4,010 | 4 | z_SUV | no | $38,690 | 2 | No | 3 | 10.0 | Highly Urban/ Urban |
| 3 | 5 | 0 | 0.0 | 0 | 51.0 | 0 | 14.0 | NaN | No | $306,251 | Yes | M | <High School | z_Blue Collar | 32 | Private | $15,440 | 7 | Minivan | yes | $0 | 0 | No | 0 | 6.0 | Highly Urban/ Urban |
| 4 | 6 | 0 | 0.0 | 0 | 50.0 | 0 | NaN | $114,986 | No | $243,925 | Yes | z_F | PhD | Doctor | 36 | Private | $18,000 | 1 | z_SUV | no | $19,217 | 2 | Yes | 3 | 17.0 | Highly Urban/ Urban |
| 5 | 7 | 1 | 2946.0 | 0 | 34.0 | 1 | 12.0 | $125,301 | Yes | $0 | z_No | z_F | Bachelors | z_Blue Collar | 46 | Commercial | $17,430 | 1 | Sports Car | no | $0 | 0 | No | 0 | 7.0 | Highly Urban/ Urban |
| 6 | 8 | 0 | 0.0 | 0 | 54.0 | 0 | NaN | $18,755 | No | NaN | Yes | z_F | <High School | z_Blue Collar | 33 | Private | $8,780 | 1 | z_SUV | no | $0 | 0 | No | 0 | 1.0 | Highly Urban/ Urban |
| 7 | 11 | 1 | 4021.0 | 1 | 37.0 | 2 | NaN | $107,961 | No | $333,680 | Yes | M | Bachelors | z_Blue Collar | 44 | Commercial | $16,970 | 1 | Van | yes | $2,374 | 1 | Yes | 10 | 7.0 | Highly Urban/ Urban |
| 8 | 12 | 1 | 2501.0 | 0 | 34.0 | 0 | 10.0 | $62,978 | No | $0 | z_No | z_F | Bachelors | Clerical | 34 | Private | $11,200 | 1 | z_SUV | no | $0 | 0 | No | 0 | 1.0 | Highly Urban/ Urban |
| 9 | 13 | 0 | 0.0 | 0 | 50.0 | 0 | 7.0 | $106,952 | No | $0 | z_No | M | Bachelors | Professional | 48 | Commercial | $18,510 | 7 | Van | no | $0 | 0 | No | 1 | 17.0 | z_Highly Rural/ Rural |
| INDEX | TARGET_FLAG | TARGET_AMT | KIDSDRIV | AGE | HOMEKIDS | YOJ | INCOME | PARENT1 | HOME_VAL | MSTATUS | SEX | EDUCATION | JOB | TRAVTIME | CAR_USE | BLUEBOOK | TIF | CAR_TYPE | RED_CAR | OLDCLAIM | CLM_FREQ | REVOKED | MVR_PTS | CAR_AGE | URBANICITY | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8151 | 10291 | 0 | 0.0 | 0 | 54.0 | 0 | 13.0 | $81,818 | No | $272,725 | Yes | M | Bachelors | Manager | 18 | Commercial | $19,660 | 1 | Van | no | $24,690 | 1 | Yes | 6 | 4.0 | Highly Urban/ Urban |
| 8152 | 10292 | 0 | 0.0 | 1 | 46.0 | 0 | 12.0 | $45,018 | No | $0 | z_No | M | z_High School | z_Blue Collar | 26 | Private | $15,060 | 4 | Minivan | no | $33,026 | 3 | No | 0 | 1.0 | z_Highly Rural/ Rural |
| 8153 | 10293 | 0 | 0.0 | 0 | 48.0 | 0 | 10.0 | $111,305 | No | $0 | z_No | z_F | PhD | Doctor | 59 | Private | $17,430 | 13 | z_SUV | no | $0 | 0 | No | 4 | 18.0 | Highly Urban/ Urban |
| 8154 | 10295 | 0 | 0.0 | 1 | 38.0 | 4 | 16.0 | $12,717 | No | $0 | Yes | z_F | Bachelors | Student | 15 | Commercial | $24,740 | 1 | Pickup | no | $9,245 | 3 | No | 3 | 15.0 | Highly Urban/ Urban |
| 8155 | 10296 | 0 | 0.0 | 0 | 41.0 | 0 | 7.0 | $6,256 | No | $0 | z_No | M | z_High School | Student | 41 | Private | $5,600 | 1 | Pickup | no | $0 | 0 | No | 0 | 7.0 | z_Highly Rural/ Rural |
| 8156 | 10297 | 0 | 0.0 | 0 | 35.0 | 0 | 11.0 | $43,112 | No | $0 | z_No | M | z_High School | z_Blue Collar | 51 | Commercial | $27,330 | 10 | Panel Truck | yes | $0 | 0 | No | 0 | 8.0 | z_Highly Rural/ Rural |
| 8157 | 10298 | 0 | 0.0 | 1 | 45.0 | 2 | 9.0 | $164,669 | No | $386,273 | Yes | M | PhD | Manager | 21 | Private | $13,270 | 15 | Minivan | no | $0 | 0 | No | 2 | 17.0 | Highly Urban/ Urban |
| 8158 | 10299 | 0 | 0.0 | 0 | 46.0 | 0 | 9.0 | $107,204 | No | $332,591 | Yes | M | Masters | NaN | 36 | Commercial | $24,490 | 6 | Panel Truck | no | $0 | 0 | No | 0 | 1.0 | Highly Urban/ Urban |
| 8159 | 10301 | 0 | 0.0 | 0 | 50.0 | 0 | 7.0 | $43,445 | No | $149,248 | Yes | z_F | Bachelors | Home Maker | 36 | Private | $22,550 | 6 | Minivan | no | $0 | 0 | No | 0 | 11.0 | Highly Urban/ Urban |
| 8160 | 10302 | 0 | 0.0 | 0 | 52.0 | 0 | 11.0 | $53,235 | No | $197,017 | Yes | z_F | z_High School | Clerical | 64 | Private | $19,400 | 6 | Minivan | no | $0 | 0 | No | 0 | 9.0 | z_Highly Rural/ Rural |